Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 11914 |
| Missing cells | 3850 |
| Missing cells (%) | 2.0% |
| Duplicate rows | 715 |
| Duplicate rows (%) | 6.0% |
| Total size in memory | 6.8 MiB |
| Average record size in memory | 597.0 B |
Variable types
| CAT | 9 |
|---|---|
| NUM | 7 |
| Dataset has 715 (6.0%) duplicate rows | Duplicates |
Model has a high cardinality: 915 distinct values | High cardinality |
Market Category has a high cardinality: 71 distinct values | High cardinality |
Market Category has 3742 (31.4%) missing values | Missing |
Reproduction
| Analysis started | 2021-11-07 15:56:23.758881 |
|---|---|
| Analysis finished | 2021-11-07 15:56:42.265116 |
| Duration | 18.51 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
Make
Categorical
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 93.2 KiB |
| Chevrolet | |
|---|---|
| Ford | |
| Volkswagen | |
| Toyota | 746 |
| Dodge | 626 |
| Other values (43) |
| Value | Count | Frequency (%) | |
| Chevrolet | 1123 | 9.4% | |
| Ford | 881 | 7.4% | |
| Volkswagen | 809 | 6.8% | |
| Toyota | 746 | 6.3% | |
| Dodge | 626 | 5.3% | |
| Nissan | 558 | 4.7% | |
| GMC | 515 | 4.3% | |
| Honda | 449 | 3.8% | |
| Mazda | 423 | 3.6% | |
| Cadillac | 397 | 3.3% | |
| Mercedes-Benz | 353 | 3.0% | |
| Suzuki | 351 | 2.9% | |
| BMW | 334 | 2.8% | |
| Infiniti | 330 | 2.8% | |
| Audi | 328 | 2.8% | |
| Hyundai | 303 | 2.5% | |
| Volvo | 281 | 2.4% | |
| Subaru | 256 | 2.1% | |
| Acura | 252 | 2.1% | |
| Kia | 231 | 1.9% | |
| Mitsubishi | 213 | 1.8% | |
| Lexus | 202 | 1.7% | |
| Buick | 196 | 1.6% | |
| Chrysler | 187 | 1.6% | |
| Pontiac | 186 | 1.6% | |
| Other values (23) | 1384 | 11.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.555648817 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 7109 | 9.1% | |
| e | 6254 | 8.0% | |
| a | 6188 | 7.9% | |
| i | 4883 | 6.3% | |
| n | 4169 | 5.3% | |
| d | 4053 | 5.2% | |
| r | 3936 | 5.0% | |
| l | 3899 | 5.0% | |
| s | 3614 | 4.6% | |
| t | 3033 | 3.9% | |
| u | 2822 | 3.6% | |
| C | 2222 | 2.8% | |
| M | 2044 | 2.6% | |
| h | 1809 | 2.3% | |
| c | 1796 | 2.3% | |
| v | 1547 | 2.0% | |
| g | 1490 | 1.9% | |
| y | 1442 | 1.8% | |
| k | 1359 | 1.7% | |
| z | 1127 | 1.4% | |
| V | 1090 | 1.4% | |
| F | 1012 | 1.3% | |
| B | 960 | 1.2% | |
| T | 826 | 1.1% | |
| w | 809 | 1.0% | |
| Other values (22) | 8611 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 62966 | 80.6% | |
| Uppercase Letter | 14513 | 18.6% | |
| Dash Punctuation | 384 | 0.5% | |
| Space Separator | 241 | 0.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 2222 | 15.3% | |
| M | 2044 | 14.1% | |
| V | 1090 | 7.5% | |
| F | 1012 | 7.0% | |
| B | 960 | 6.6% | |
| T | 826 | 5.7% | |
| S | 781 | 5.4% | |
| H | 769 | 5.3% | |
| A | 740 | 5.1% | |
| D | 626 | 4.3% | |
| L | 595 | 4.1% | |
| N | 558 | 3.8% | |
| G | 518 | 3.6% | |
| P | 404 | 2.8% | |
| I | 392 | 2.7% | |
| W | 334 | 2.3% | |
| K | 231 | 1.6% | |
| R | 227 | 1.6% | |
| O | 150 | 1.0% | |
| U | 17 | 0.1% | |
| E | 17 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 7109 | 11.3% | |
| e | 6254 | 9.9% | |
| a | 6188 | 9.8% | |
| i | 4883 | 7.8% | |
| n | 4169 | 6.6% | |
| d | 4053 | 6.4% | |
| r | 3936 | 6.3% | |
| l | 3899 | 6.2% | |
| s | 3614 | 5.7% | |
| t | 3033 | 4.8% | |
| u | 2822 | 4.5% | |
| h | 1809 | 2.9% | |
| c | 1796 | 2.9% | |
| v | 1547 | 2.5% | |
| g | 1490 | 2.4% | |
| y | 1442 | 2.3% | |
| k | 1359 | 2.2% | |
| z | 1127 | 1.8% | |
| w | 809 | 1.3% | |
| b | 798 | 1.3% | |
| f | 335 | 0.5% | |
| m | 289 | 0.5% | |
| x | 202 | 0.3% | |
| p | 3 | < 0.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 384 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 241 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 77479 | 99.2% | |
| Common | 625 | 0.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 7109 | 9.2% | |
| e | 6254 | 8.1% | |
| a | 6188 | 8.0% | |
| i | 4883 | 6.3% | |
| n | 4169 | 5.4% | |
| d | 4053 | 5.2% | |
| r | 3936 | 5.1% | |
| l | 3899 | 5.0% | |
| s | 3614 | 4.7% | |
| t | 3033 | 3.9% | |
| u | 2822 | 3.6% | |
| C | 2222 | 2.9% | |
| M | 2044 | 2.6% | |
| h | 1809 | 2.3% | |
| c | 1796 | 2.3% | |
| v | 1547 | 2.0% | |
| g | 1490 | 1.9% | |
| y | 1442 | 1.9% | |
| k | 1359 | 1.8% | |
| z | 1127 | 1.5% | |
| V | 1090 | 1.4% | |
| F | 1012 | 1.3% | |
| B | 960 | 1.2% | |
| T | 826 | 1.1% | |
| w | 809 | 1.0% | |
| Other values (20) | 7986 | 10.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| - | 384 | 61.4% | |
| 241 | 38.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 78104 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 7109 | 9.1% | |
| e | 6254 | 8.0% | |
| a | 6188 | 7.9% | |
| i | 4883 | 6.3% | |
| n | 4169 | 5.3% | |
| d | 4053 | 5.2% | |
| r | 3936 | 5.0% | |
| l | 3899 | 5.0% | |
| s | 3614 | 4.6% | |
| t | 3033 | 3.9% | |
| u | 2822 | 3.6% | |
| C | 2222 | 2.8% | |
| M | 2044 | 2.6% | |
| h | 1809 | 2.3% | |
| c | 1796 | 2.3% | |
| v | 1547 | 2.0% | |
| g | 1490 | 1.9% | |
| y | 1442 | 1.8% | |
| k | 1359 | 1.7% | |
| z | 1127 | 1.4% | |
| V | 1090 | 1.4% | |
| F | 1012 | 1.3% | |
| B | 960 | 1.2% | |
| T | 826 | 1.1% | |
| w | 809 | 1.0% | |
| Other values (22) | 8611 | 11.0% |
| Distinct | 915 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 93.2 KiB |
| Silverado 1500 | 156 |
|---|---|
| Tundra | 140 |
| F-150 | 126 |
| Sierra 1500 | 90 |
| Beetle Convertible | 89 |
| Other values (910) |
| Value | Count | Frequency (%) | |
| Silverado 1500 | 156 | 1.3% | |
| Tundra | 140 | 1.2% | |
| F-150 | 126 | 1.1% | |
| Sierra 1500 | 90 | 0.8% | |
| Beetle Convertible | 89 | 0.7% | |
| Tacoma | 80 | 0.7% | |
| Frontier | 76 | 0.6% | |
| GTI | 76 | 0.6% | |
| Beetle | 75 | 0.6% | |
| Accord | 75 | 0.6% | |
| Civic | 68 | 0.6% | |
| Dakota | 65 | 0.5% | |
| Ram Pickup 1500 | 62 | 0.5% | |
| Jetta | 61 | 0.5% | |
| Corvette | 60 | 0.5% | |
| 911 | 58 | 0.5% | |
| C/K 1500 Series | 56 | 0.5% | |
| XC60 | 54 | 0.5% | |
| Colorado | 54 | 0.5% | |
| 3 | 53 | 0.4% | |
| 370Z | 51 | 0.4% | |
| Sienna | 51 | 0.4% | |
| Golf GTI | 50 | 0.4% | |
| Sierra 1500 Classic | 49 | 0.4% | |
| Silverado 1500 Classic | 49 | 0.4% | |
| Other values (890) | 10090 | 84.7% |
Frequencies of value counts
Unique
| Unique | 40 ? |
|---|---|
| Unique (%) | 0.3% |
Histogram of lengths of the category
Length
| Max length | 35 |
|---|---|
| Median length | 6 |
| Mean length | 7.246852443 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 7036 | 8.1% | |
| e | 6811 | 7.9% | |
| r | 6173 | 7.1% | |
| o | 4449 | 5.2% | |
| i | 4092 | 4.7% | |
| 3838 | 4.4% | ||
| n | 3772 | 4.4% | |
| t | 3571 | 4.1% | |
| 0 | 2872 | 3.3% | |
| s | 2853 | 3.3% | |
| l | 2821 | 3.3% | |
| S | 2769 | 3.2% | |
| C | 2583 | 3.0% | |
| u | 1960 | 2.3% | |
| d | 1680 | 1.9% | |
| c | 1607 | 1.9% | |
| T | 1583 | 1.8% | |
| 5 | 1432 | 1.7% | |
| p | 1181 | 1.4% | |
| - | 1152 | 1.3% | |
| R | 1130 | 1.3% | |
| g | 1085 | 1.3% | |
| v | 1083 | 1.3% | |
| X | 1047 | 1.2% | |
| 1 | 1007 | 1.2% | |
| Other values (41) | 16752 | 19.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 54747 | 63.4% | |
| Uppercase Letter | 18465 | 21.4% | |
| Decimal Number | 8068 | 9.3% | |
| Space Separator | 3838 | 4.4% | |
| Dash Punctuation | 1152 | 1.3% | |
| Other Punctuation | 69 | 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 2872 | 35.6% | |
| 5 | 1432 | 17.7% | |
| 1 | 1007 | 12.5% | |
| 3 | 711 | 8.8% | |
| 6 | 429 | 5.3% | |
| 4 | 425 | 5.3% | |
| 7 | 359 | 4.4% | |
| 9 | 328 | 4.1% | |
| 2 | 327 | 4.1% | |
| 8 | 178 | 2.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 3838 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 2769 | 15.0% | |
| C | 2583 | 14.0% | |
| T | 1583 | 8.6% | |
| R | 1130 | 6.1% | |
| X | 1047 | 5.7% | |
| E | 956 | 5.2% | |
| G | 894 | 4.8% | |
| A | 841 | 4.6% | |
| M | 766 | 4.1% | |
| L | 756 | 4.1% | |
| V | 700 | 3.8% | |
| F | 675 | 3.7% | |
| B | 555 | 3.0% | |
| P | 514 | 2.8% | |
| I | 480 | 2.6% | |
| D | 332 | 1.8% | |
| H | 325 | 1.8% | |
| J | 293 | 1.6% | |
| W | 239 | 1.3% | |
| Q | 220 | 1.2% | |
| K | 212 | 1.1% | |
| Z | 187 | 1.0% | |
| N | 186 | 1.0% | |
| O | 120 | 0.6% | |
| Y | 75 | 0.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 7036 | 12.9% | |
| e | 6811 | 12.4% | |
| r | 6173 | 11.3% | |
| o | 4449 | 8.1% | |
| i | 4092 | 7.5% | |
| n | 3772 | 6.9% | |
| t | 3571 | 6.5% | |
| s | 2853 | 5.2% | |
| l | 2821 | 5.2% | |
| u | 1960 | 3.6% | |
| d | 1680 | 3.1% | |
| c | 1607 | 2.9% | |
| p | 1181 | 2.2% | |
| g | 1085 | 2.0% | |
| v | 1083 | 2.0% | |
| m | 863 | 1.6% | |
| y | 729 | 1.3% | |
| b | 727 | 1.3% | |
| k | 555 | 1.0% | |
| h | 482 | 0.9% | |
| z | 351 | 0.6% | |
| x | 341 | 0.6% | |
| f | 250 | 0.5% | |
| q | 127 | 0.2% | |
| w | 121 | 0.2% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 1152 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 66 | 95.7% | |
| . | 3 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 73212 | 84.8% | |
| Common | 13127 | 15.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3838 | 29.2% | ||
| 0 | 2872 | 21.9% | |
| 5 | 1432 | 10.9% | |
| - | 1152 | 8.8% | |
| 1 | 1007 | 7.7% | |
| 3 | 711 | 5.4% | |
| 6 | 429 | 3.3% | |
| 4 | 425 | 3.2% | |
| 7 | 359 | 2.7% | |
| 9 | 328 | 2.5% | |
| 2 | 327 | 2.5% | |
| 8 | 178 | 1.4% | |
| / | 66 | 0.5% | |
| . | 3 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 7036 | 9.6% | |
| e | 6811 | 9.3% | |
| r | 6173 | 8.4% | |
| o | 4449 | 6.1% | |
| i | 4092 | 5.6% | |
| n | 3772 | 5.2% | |
| t | 3571 | 4.9% | |
| s | 2853 | 3.9% | |
| l | 2821 | 3.9% | |
| S | 2769 | 3.8% | |
| C | 2583 | 3.5% | |
| u | 1960 | 2.7% | |
| d | 1680 | 2.3% | |
| c | 1607 | 2.2% | |
| T | 1583 | 2.2% | |
| p | 1181 | 1.6% | |
| R | 1130 | 1.5% | |
| g | 1085 | 1.5% | |
| v | 1083 | 1.5% | |
| X | 1047 | 1.4% | |
| E | 956 | 1.3% | |
| G | 894 | 1.2% | |
| m | 863 | 1.2% | |
| A | 841 | 1.1% | |
| M | 766 | 1.0% | |
| Other values (27) | 9606 | 13.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 86339 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 7036 | 8.1% | |
| e | 6811 | 7.9% | |
| r | 6173 | 7.1% | |
| o | 4449 | 5.2% | |
| i | 4092 | 4.7% | |
| 3838 | 4.4% | ||
| n | 3772 | 4.4% | |
| t | 3571 | 4.1% | |
| 0 | 2872 | 3.3% | |
| s | 2853 | 3.3% | |
| l | 2821 | 3.3% | |
| S | 2769 | 3.2% | |
| C | 2583 | 3.0% | |
| u | 1960 | 2.3% | |
| d | 1680 | 1.9% | |
| c | 1607 | 1.9% | |
| T | 1583 | 1.8% | |
| 5 | 1432 | 1.7% | |
| p | 1181 | 1.4% | |
| - | 1152 | 1.3% | |
| R | 1130 | 1.3% | |
| g | 1085 | 1.3% | |
| v | 1083 | 1.3% | |
| X | 1047 | 1.2% | |
| 1 | 1007 | 1.2% | |
| Other values (41) | 16752 | 19.4% |
Year
Real number (ℝ≥0)
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010.384338 |
|---|---|
| Minimum | 1990 |
| Maximum | 2017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 93.2 KiB |
Quantile statistics
| Minimum | 1990 |
|---|---|
| 5-th percentile | 1993 |
| Q1 | 2007 |
| median | 2015 |
| Q3 | 2016 |
| 95-th percentile | 2017 |
| Maximum | 2017 |
| Range | 27 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.579739888 |
|---|---|
| Coefficient of variation (CV) | 0.003770293941 |
| Kurtosis | 0.2998384857 |
| Mean | 2010.384338 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.221980746 |
| Sum | 23951719 |
| Variance | 57.45245676 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) | |
| 2015 | 2170 | 18.2% | |
| 2016 | 2157 | 18.1% | |
| 2017 | 1668 | 14.0% | |
| 2014 | 589 | 4.9% | |
| 2012 | 387 | 3.2% | |
| 2009 | 379 | 3.2% | |
| 2013 | 366 | 3.1% | |
| 2008 | 349 | 2.9% | |
| 2007 | 345 | 2.9% | |
| 2010 | 298 | 2.5% | |
| 2011 | 285 | 2.4% | |
| 2003 | 238 | 2.0% | |
| 2004 | 235 | 2.0% | |
| 2005 | 213 | 1.8% | |
| 1993 | 209 | 1.8% | |
| 2002 | 205 | 1.7% | |
| 2006 | 205 | 1.7% | |
| 1992 | 177 | 1.5% | |
| 1997 | 175 | 1.5% | |
| 2001 | 168 | 1.4% | |
| 1994 | 163 | 1.4% | |
| 1998 | 154 | 1.3% | |
| 1991 | 152 | 1.3% | |
| 1995 | 135 | 1.1% | |
| 1996 | 131 | 1.1% | |
| Other values (3) | 361 | 3.0% |
| Value | Count | Frequency (%) | |
| 1990 | 123 | 1.0% | |
| 1991 | 152 | 1.3% | |
| 1992 | 177 | 1.5% | |
| 1993 | 209 | 1.8% | |
| 1994 | 163 | 1.4% | |
| 1995 | 135 | 1.1% | |
| 1996 | 131 | 1.1% | |
| 1997 | 175 | 1.5% | |
| 1998 | 154 | 1.3% | |
| 1999 | 120 | 1.0% |
| Value | Count | Frequency (%) | |
| 2017 | 1668 | 14.0% | |
| 2016 | 2157 | 18.1% | |
| 2015 | 2170 | 18.2% | |
| 2014 | 589 | 4.9% | |
| 2013 | 366 | 3.1% | |
| 2012 | 387 | 3.2% | |
| 2011 | 285 | 2.4% | |
| 2010 | 298 | 2.5% | |
| 2009 | 379 | 3.2% | |
| 2008 | 349 | 2.9% |
Engine Fuel Type
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Memory size | 93.2 KiB |
| regular unleaded | |
|---|---|
| premium unleaded (required) | |
| premium unleaded (recommended) | |
| flex-fuel (unleaded/E85) | |
| diesel | 154 |
| Other values (5) | 154 |
| Value | Count | Frequency (%) | |
| regular unleaded | 7172 | 60.2% | |
| premium unleaded (required) | 2009 | 16.9% | |
| premium unleaded (recommended) | 1523 | 12.8% | |
| flex-fuel (unleaded/E85) | 899 | 7.5% | |
| diesel | 154 | 1.3% | |
| electric | 66 | 0.6% | |
| flex-fuel (premium unleaded required/E85) | 54 | 0.5% | |
| flex-fuel (premium unleaded recommended/E85) | 26 | 0.2% | |
| flex-fuel (unleaded/natural gas) | 6 | 0.1% | |
| natural gas | 2 | < 0.1% | |
| (Missing) | 3 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 44 |
|---|---|
| Median length | 16 |
| Mean length | 20.25297969 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 45345 | 18.8% | |
| d | 28693 | 11.9% | |
| u | 25529 | 10.6% | |
| r | 23705 | 9.8% | |
| l | 21059 | 8.7% | |
| a | 18888 | 7.8% | |
| 15389 | 6.4% | ||
| n | 13252 | 5.5% | |
| m | 10322 | 4.3% | |
| g | 7180 | 3.0% | |
| i | 5895 | 2.4% | |
| ( | 4517 | 1.9% | |
| ) | 4517 | 1.9% | |
| p | 3612 | 1.5% | |
| q | 2063 | 0.9% | |
| f | 1970 | 0.8% | |
| c | 1681 | 0.7% | |
| o | 1549 | 0.6% | |
| x | 985 | 0.4% | |
| - | 985 | 0.4% | |
| / | 985 | 0.4% | |
| E | 979 | 0.4% | |
| 8 | 979 | 0.4% | |
| 5 | 979 | 0.4% | |
| s | 162 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 211964 | 87.8% | |
| Space Separator | 15389 | 6.4% | |
| Open Punctuation | 4517 | 1.9% | |
| Close Punctuation | 4517 | 1.9% | |
| Decimal Number | 1958 | 0.8% | |
| Dash Punctuation | 985 | 0.4% | |
| Other Punctuation | 985 | 0.4% | |
| Uppercase Letter | 979 | 0.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 45345 | 21.4% | |
| d | 28693 | 13.5% | |
| u | 25529 | 12.0% | |
| r | 23705 | 11.2% | |
| l | 21059 | 9.9% | |
| a | 18888 | 8.9% | |
| n | 13252 | 6.3% | |
| m | 10322 | 4.9% | |
| g | 7180 | 3.4% | |
| i | 5895 | 2.8% | |
| p | 3612 | 1.7% | |
| q | 2063 | 1.0% | |
| f | 1970 | 0.9% | |
| c | 1681 | 0.8% | |
| o | 1549 | 0.7% | |
| x | 985 | 0.5% | |
| s | 162 | 0.1% | |
| t | 74 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 15389 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 4517 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 4517 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 985 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 985 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| E | 979 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 8 | 979 | 50.0% | |
| 5 | 979 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 212943 | 88.3% | |
| Common | 28351 | 11.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 45345 | 21.3% | |
| d | 28693 | 13.5% | |
| u | 25529 | 12.0% | |
| r | 23705 | 11.1% | |
| l | 21059 | 9.9% | |
| a | 18888 | 8.9% | |
| n | 13252 | 6.2% | |
| m | 10322 | 4.8% | |
| g | 7180 | 3.4% | |
| i | 5895 | 2.8% | |
| p | 3612 | 1.7% | |
| q | 2063 | 1.0% | |
| f | 1970 | 0.9% | |
| c | 1681 | 0.8% | |
| o | 1549 | 0.7% | |
| x | 985 | 0.5% | |
| E | 979 | 0.5% | |
| s | 162 | 0.1% | |
| t | 74 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 15389 | 54.3% | ||
| ( | 4517 | 15.9% | |
| ) | 4517 | 15.9% | |
| - | 985 | 3.5% | |
| / | 985 | 3.5% | |
| 8 | 979 | 3.5% | |
| 5 | 979 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 241294 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 45345 | 18.8% | |
| d | 28693 | 11.9% | |
| u | 25529 | 10.6% | |
| r | 23705 | 9.8% | |
| l | 21059 | 8.7% | |
| a | 18888 | 7.8% | |
| 15389 | 6.4% | ||
| n | 13252 | 5.5% | |
| m | 10322 | 4.3% | |
| g | 7180 | 3.0% | |
| i | 5895 | 2.4% | |
| ( | 4517 | 1.9% | |
| ) | 4517 | 1.9% | |
| p | 3612 | 1.5% | |
| q | 2063 | 0.9% | |
| f | 1970 | 0.8% | |
| c | 1681 | 0.7% | |
| o | 1549 | 0.6% | |
| x | 985 | 0.4% | |
| - | 985 | 0.4% | |
| / | 985 | 0.4% | |
| E | 979 | 0.4% | |
| 8 | 979 | 0.4% | |
| 5 | 979 | 0.4% | |
| s | 162 | 0.1% |
Engine HP
Real number (ℝ≥0)
| Distinct | 356 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 69 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249.3860701 |
|---|---|
| Minimum | 55 |
| Maximum | 1001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 93.2 KiB |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 118 |
| Q1 | 170 |
| median | 227 |
| Q3 | 300 |
| 95-th percentile | 460 |
| Maximum | 1001 |
| Range | 946 |
| Interquartile range (IQR) | 130 |
Descriptive statistics
| Standard deviation | 109.1918703 |
|---|---|
| Coefficient of variation (CV) | 0.4378427 |
| Kurtosis | 2.323884426 |
| Mean | 249.3860701 |
| Median Absolute Deviation (MAD) | 63 |
| Skewness | 1.291229813 |
| Sum | 2953978 |
| Variance | 11922.86453 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 200 | 456 | 3.8% | |
| 170 | 351 | 2.9% | |
| 210 | 320 | 2.7% | |
| 240 | 268 | 2.2% | |
| 285 | 246 | 2.1% | |
| 185 | 241 | 2.0% | |
| 150 | 232 | 1.9% | |
| 138 | 199 | 1.7% | |
| 300 | 192 | 1.6% | |
| 220 | 171 | 1.4% | |
| 355 | 158 | 1.3% | |
| 155 | 156 | 1.3% | |
| 381 | 152 | 1.3% | |
| 160 | 146 | 1.2% | |
| 140 | 143 | 1.2% | |
| 180 | 135 | 1.1% | |
| 260 | 133 | 1.1% | |
| 420 | 133 | 1.1% | |
| 190 | 132 | 1.1% | |
| 290 | 132 | 1.1% | |
| 310 | 123 | 1.0% | |
| 275 | 123 | 1.0% | |
| 250 | 120 | 1.0% | |
| 280 | 120 | 1.0% | |
| 261 | 100 | 0.8% | |
| Other values (331) | 7163 | 60.1% |
| Value | Count | Frequency (%) | |
| 55 | 2 | < 0.1% | |
| 62 | 2 | < 0.1% | |
| 63 | 13 | 0.1% | |
| 66 | 7 | 0.1% | |
| 73 | 9 | 0.1% | |
| 74 | 18 | 0.2% | |
| 78 | 8 | 0.1% | |
| 79 | 12 | 0.1% | |
| 81 | 19 | 0.2% | |
| 82 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1001 | 3 | < 0.1% | |
| 750 | 2 | < 0.1% | |
| 731 | 3 | < 0.1% | |
| 720 | 4 | < 0.1% | |
| 707 | 6 | 0.1% | |
| 700 | 6 | 0.1% | |
| 670 | 1 | < 0.1% | |
| 662 | 4 | < 0.1% | |
| 661 | 1 | < 0.1% | |
| 660 | 1 | < 0.1% |
Engine Cylinders
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 30 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.628828677 |
|---|---|
| Minimum | 0 |
| Maximum | 16 |
| Zeros | 56 |
| Zeros (%) | 0.5% |
| Memory size | 93.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.780559348 |
|---|---|
| Coefficient of variation (CV) | 0.3163285739 |
| Kurtosis | 1.974315725 |
| Mean | 5.628828677 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.9645421532 |
| Sum | 66893 |
| Variance | 3.170391593 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 4 | 4752 | 39.9% | |
| 6 | 4489 | 37.7% | |
| 8 | 2031 | 17.0% | |
| 12 | 230 | 1.9% | |
| 5 | 225 | 1.9% | |
| 10 | 68 | 0.6% | |
| 0 | 56 | 0.5% | |
| 3 | 30 | 0.3% | |
| 16 | 3 | < 0.1% | |
| (Missing) | 30 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 56 | 0.5% | |
| 3 | 30 | 0.3% | |
| 4 | 4752 | 39.9% | |
| 5 | 225 | 1.9% | |
| 6 | 4489 | 37.7% | |
| 8 | 2031 | 17.0% | |
| 10 | 68 | 0.6% | |
| 12 | 230 | 1.9% | |
| 16 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16 | 3 | < 0.1% | |
| 12 | 230 | 1.9% | |
| 10 | 68 | 0.6% | |
| 8 | 2031 | 17.0% | |
| 6 | 4489 | 37.7% | |
| 5 | 225 | 1.9% | |
| 4 | 4752 | 39.9% | |
| 3 | 30 | 0.3% | |
| 0 | 56 | 0.5% |
Transmission Type
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 93.2 KiB |
| AUTOMATIC | |
|---|---|
| MANUAL | |
| AUTOMATED_MANUAL | 626 |
| DIRECT_DRIVE | 68 |
| UNKNOWN | 19 |
| Value | Count | Frequency (%) | |
| AUTOMATIC | 8266 | 69.4% | |
| MANUAL | 2935 | 24.6% | |
| AUTOMATED_MANUAL | 626 | 5.3% | |
| DIRECT_DRIVE | 68 | 0.6% | |
| UNKNOWN | 19 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 16 |
|---|---|
| Median length | 9 |
| Mean length | 8.642689273 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| A | 24906 | 24.2% | |
| T | 17852 | 17.3% | |
| U | 12472 | 12.1% | |
| M | 12453 | 12.1% | |
| O | 8911 | 8.7% | |
| I | 8402 | 8.2% | |
| C | 8334 | 8.1% | |
| N | 3618 | 3.5% | |
| L | 3561 | 3.5% | |
| E | 762 | 0.7% | |
| D | 762 | 0.7% | |
| _ | 694 | 0.7% | |
| R | 136 | 0.1% | |
| V | 68 | 0.1% | |
| K | 19 | < 0.1% | |
| W | 19 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 102275 | 99.3% | |
| Connector Punctuation | 694 | 0.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 24906 | 24.4% | |
| T | 17852 | 17.5% | |
| U | 12472 | 12.2% | |
| M | 12453 | 12.2% | |
| O | 8911 | 8.7% | |
| I | 8402 | 8.2% | |
| C | 8334 | 8.1% | |
| N | 3618 | 3.5% | |
| L | 3561 | 3.5% | |
| E | 762 | 0.7% | |
| D | 762 | 0.7% | |
| R | 136 | 0.1% | |
| V | 68 | 0.1% | |
| K | 19 | < 0.1% | |
| W | 19 | < 0.1% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 694 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 102275 | 99.3% | |
| Common | 694 | 0.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 24906 | 24.4% | |
| T | 17852 | 17.5% | |
| U | 12472 | 12.2% | |
| M | 12453 | 12.2% | |
| O | 8911 | 8.7% | |
| I | 8402 | 8.2% | |
| C | 8334 | 8.1% | |
| N | 3618 | 3.5% | |
| L | 3561 | 3.5% | |
| E | 762 | 0.7% | |
| D | 762 | 0.7% | |
| R | 136 | 0.1% | |
| V | 68 | 0.1% | |
| K | 19 | < 0.1% | |
| W | 19 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 694 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 102969 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| A | 24906 | 24.2% | |
| T | 17852 | 17.3% | |
| U | 12472 | 12.1% | |
| M | 12453 | 12.1% | |
| O | 8911 | 8.7% | |
| I | 8402 | 8.2% | |
| C | 8334 | 8.1% | |
| N | 3618 | 3.5% | |
| L | 3561 | 3.5% | |
| E | 762 | 0.7% | |
| D | 762 | 0.7% | |
| _ | 694 | 0.7% | |
| R | 136 | 0.1% | |
| V | 68 | 0.1% | |
| K | 19 | < 0.1% | |
| W | 19 | < 0.1% |
Driven_Wheels
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 93.2 KiB |
| front wheel drive | |
|---|---|
| rear wheel drive | |
| all wheel drive | |
| four wheel drive |
| Value | Count | Frequency (%) | |
| front wheel drive | 4787 | 40.2% | |
| rear wheel drive | 3371 | 28.3% | |
| all wheel drive | 2353 | 19.7% | |
| four wheel drive | 1403 | 11.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 16.20429747 |
| Min length | 15 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 39113 | 20.3% | |
| r | 24846 | 12.9% | |
| 23828 | 12.3% | ||
| l | 16620 | 8.6% | |
| w | 11914 | 6.2% | |
| h | 11914 | 6.2% | |
| d | 11914 | 6.2% | |
| i | 11914 | 6.2% | |
| v | 11914 | 6.2% | |
| f | 6190 | 3.2% | |
| o | 6190 | 3.2% | |
| a | 5724 | 3.0% | |
| n | 4787 | 2.5% | |
| t | 4787 | 2.5% | |
| u | 1403 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 169230 | 87.7% | |
| Space Separator | 23828 | 12.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 39113 | 23.1% | |
| r | 24846 | 14.7% | |
| l | 16620 | 9.8% | |
| w | 11914 | 7.0% | |
| h | 11914 | 7.0% | |
| d | 11914 | 7.0% | |
| i | 11914 | 7.0% | |
| v | 11914 | 7.0% | |
| f | 6190 | 3.7% | |
| o | 6190 | 3.7% | |
| a | 5724 | 3.4% | |
| n | 4787 | 2.8% | |
| t | 4787 | 2.8% | |
| u | 1403 | 0.8% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 23828 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 169230 | 87.7% | |
| Common | 23828 | 12.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 39113 | 23.1% | |
| r | 24846 | 14.7% | |
| l | 16620 | 9.8% | |
| w | 11914 | 7.0% | |
| h | 11914 | 7.0% | |
| d | 11914 | 7.0% | |
| i | 11914 | 7.0% | |
| v | 11914 | 7.0% | |
| f | 6190 | 3.7% | |
| o | 6190 | 3.7% | |
| a | 5724 | 3.4% | |
| n | 4787 | 2.8% | |
| t | 4787 | 2.8% | |
| u | 1403 | 0.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 23828 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 193058 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 39113 | 20.3% | |
| r | 24846 | 12.9% | |
| 23828 | 12.3% | ||
| l | 16620 | 8.6% | |
| w | 11914 | 6.2% | |
| h | 11914 | 6.2% | |
| d | 11914 | 6.2% | |
| i | 11914 | 6.2% | |
| v | 11914 | 6.2% | |
| f | 6190 | 3.2% | |
| o | 6190 | 3.2% | |
| a | 5724 | 3.0% | |
| n | 4787 | 2.5% | |
| t | 4787 | 2.5% | |
| u | 1403 | 0.7% |
Number of Doors
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6 |
| Missing (%) | 0.1% |
| Memory size | 93.2 KiB |
| 4 | |
|---|---|
| 2 | |
| 3 | 395 |
| Value | Count | Frequency (%) | |
| 4 | 8353 | 70.1% | |
| 2 | 3160 | 26.5% | |
| 3 | 395 | 3.3% | |
| (Missing) | 6 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| . | 11908 | 33.3% | |
| 0 | 11908 | 33.3% | |
| 4 | 8353 | 23.4% | |
| 2 | 3160 | 8.8% | |
| 3 | 395 | 1.1% | |
| n | 12 | < 0.1% | |
| a | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 23816 | 66.6% | |
| Other Punctuation | 11908 | 33.3% | |
| Lowercase Letter | 18 | 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 11908 | 50.0% | |
| 4 | 8353 | 35.1% | |
| 2 | 3160 | 13.3% | |
| 3 | 395 | 1.7% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 11908 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 12 | 66.7% | |
| a | 6 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 35724 | 99.9% | |
| Latin | 18 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 11908 | 33.3% | |
| 0 | 11908 | 33.3% | |
| 4 | 8353 | 23.4% | |
| 2 | 3160 | 8.8% | |
| 3 | 395 | 1.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 12 | 66.7% | |
| a | 6 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 35742 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| . | 11908 | 33.3% | |
| 0 | 11908 | 33.3% | |
| 4 | 8353 | 23.4% | |
| 2 | 3160 | 8.8% | |
| 3 | 395 | 1.1% | |
| n | 12 | < 0.1% | |
| a | 6 | < 0.1% |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 3742 |
| Missing (%) | 31.4% |
| Memory size | 93.2 KiB |
| Crossover | |
|---|---|
| Flex Fuel | |
| Luxury | |
| Luxury,Performance | |
| Hatchback | |
| Other values (66) |
| Value | Count | Frequency (%) | |
| Crossover | 1110 | 9.3% | |
| Flex Fuel | 872 | 7.3% | |
| Luxury | 855 | 7.2% | |
| Luxury,Performance | 673 | 5.6% | |
| Hatchback | 641 | 5.4% | |
| Performance | 601 | 5.0% | |
| Crossover,Luxury | 410 | 3.4% | |
| Luxury,High-Performance | 334 | 2.8% | |
| Exotic,High-Performance | 261 | 2.2% | |
| Hatchback,Performance | 252 | 2.1% | |
| Factory Tuner,Luxury,High-Performance | 215 | 1.8% | |
| High-Performance | 199 | 1.7% | |
| Hybrid | 123 | 1.0% | |
| Crossover,Luxury,Performance | 113 | 0.9% | |
| Factory Tuner,High-Performance | 106 | 0.9% | |
| Factory Tuner,Performance | 92 | 0.8% | |
| Flex Fuel,Performance | 87 | 0.7% | |
| Diesel | 84 | 0.7% | |
| Exotic,Luxury,High-Performance | 79 | 0.7% | |
| Hatchback,Hybrid | 72 | 0.6% | |
| Crossover,Hatchback | 72 | 0.6% | |
| Crossover,Performance | 69 | 0.6% | |
| Crossover,Flex Fuel | 64 | 0.5% | |
| Exotic,Factory Tuner,Luxury,High-Performance | 52 | 0.4% | |
| Luxury,Hybrid | 52 | 0.4% | |
| Other values (46) | 684 | 5.7% | |
| (Missing) | 3742 | 31.4% |
Frequencies of value counts
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 54 |
|---|---|
| Median length | 9 |
| Mean length | 11.37141178 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| r | 15947 | 11.8% | |
| e | 12463 | 9.2% | |
| n | 11606 | 8.6% | |
| a | 10280 | 7.6% | |
| o | 8691 | 6.4% | |
| u | 8394 | 6.2% | |
| c | 7039 | 5.2% | |
| x | 4986 | 3.7% | |
| , | 4731 | 3.5% | |
| s | 4274 | 3.2% | |
| y | 4256 | 3.1% | |
| P | 3501 | 2.6% | |
| f | 3501 | 2.6% | |
| m | 3501 | 2.6% | |
| L | 3288 | 2.4% | |
| F | 3015 | 2.2% | |
| H | 2942 | 2.2% | |
| l | 2600 | 1.9% | |
| h | 2595 | 1.9% | |
| i | 2441 | 1.8% | |
| t | 2330 | 1.7% | |
| C | 2034 | 1.5% | |
| v | 2034 | 1.5% | |
| 1818 | 1.3% | ||
| b | 1555 | 1.1% | |
| Other values (7) | 5657 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 111435 | 82.3% | |
| Uppercase Letter | 16108 | 11.9% | |
| Other Punctuation | 4731 | 3.5% | |
| Space Separator | 1818 | 1.3% | |
| Dash Punctuation | 1387 | 1.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| P | 3501 | 21.7% | |
| L | 3288 | 20.4% | |
| F | 3015 | 18.7% | |
| H | 2942 | 18.3% | |
| C | 2034 | 12.6% | |
| T | 621 | 3.9% | |
| E | 501 | 3.1% | |
| D | 206 | 1.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 15947 | 14.3% | |
| e | 12463 | 11.2% | |
| n | 11606 | 10.4% | |
| a | 10280 | 9.2% | |
| o | 8691 | 7.8% | |
| u | 8394 | 7.5% | |
| c | 7039 | 6.3% | |
| x | 4986 | 4.5% | |
| s | 4274 | 3.8% | |
| y | 4256 | 3.8% | |
| f | 3501 | 3.1% | |
| m | 3501 | 3.1% | |
| l | 2600 | 2.3% | |
| h | 2595 | 2.3% | |
| i | 2441 | 2.2% | |
| t | 2330 | 2.1% | |
| v | 2034 | 1.8% | |
| b | 1555 | 1.4% | |
| g | 1387 | 1.2% | |
| k | 1208 | 1.1% | |
| d | 347 | 0.3% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1818 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 4731 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 1387 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 127543 | 94.1% | |
| Common | 7936 | 5.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| r | 15947 | 12.5% | |
| e | 12463 | 9.8% | |
| n | 11606 | 9.1% | |
| a | 10280 | 8.1% | |
| o | 8691 | 6.8% | |
| u | 8394 | 6.6% | |
| c | 7039 | 5.5% | |
| x | 4986 | 3.9% | |
| s | 4274 | 3.4% | |
| y | 4256 | 3.3% | |
| P | 3501 | 2.7% | |
| f | 3501 | 2.7% | |
| m | 3501 | 2.7% | |
| L | 3288 | 2.6% | |
| F | 3015 | 2.4% | |
| H | 2942 | 2.3% | |
| l | 2600 | 2.0% | |
| h | 2595 | 2.0% | |
| i | 2441 | 1.9% | |
| t | 2330 | 1.8% | |
| C | 2034 | 1.6% | |
| v | 2034 | 1.6% | |
| b | 1555 | 1.2% | |
| g | 1387 | 1.1% | |
| k | 1208 | 0.9% | |
| Other values (4) | 1675 | 1.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| , | 4731 | 59.6% | |
| 1818 | 22.9% | ||
| - | 1387 | 17.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 135479 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| r | 15947 | 11.8% | |
| e | 12463 | 9.2% | |
| n | 11606 | 8.6% | |
| a | 10280 | 7.6% | |
| o | 8691 | 6.4% | |
| u | 8394 | 6.2% | |
| c | 7039 | 5.2% | |
| x | 4986 | 3.7% | |
| , | 4731 | 3.5% | |
| s | 4274 | 3.2% | |
| y | 4256 | 3.1% | |
| P | 3501 | 2.6% | |
| f | 3501 | 2.6% | |
| m | 3501 | 2.6% | |
| L | 3288 | 2.4% | |
| F | 3015 | 2.2% | |
| H | 2942 | 2.2% | |
| l | 2600 | 1.9% | |
| h | 2595 | 1.9% | |
| i | 2441 | 1.8% | |
| t | 2330 | 1.7% | |
| C | 2034 | 1.5% | |
| v | 2034 | 1.5% | |
| 1818 | 1.3% | ||
| b | 1555 | 1.1% | |
| Other values (7) | 5657 | 4.2% |
Vehicle Size
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 93.2 KiB |
| Compact | |
|---|---|
| Midsize | |
| Large |
| Value | Count | Frequency (%) | |
| Compact | 4764 | 40.0% | |
| Midsize | 4373 | 36.7% | |
| Large | 2777 | 23.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.533825751 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| i | 8746 | 11.2% | |
| a | 7541 | 9.7% | |
| e | 7150 | 9.2% | |
| C | 4764 | 6.1% | |
| o | 4764 | 6.1% | |
| m | 4764 | 6.1% | |
| p | 4764 | 6.1% | |
| c | 4764 | 6.1% | |
| t | 4764 | 6.1% | |
| M | 4373 | 5.6% | |
| d | 4373 | 5.6% | |
| s | 4373 | 5.6% | |
| z | 4373 | 5.6% | |
| L | 2777 | 3.6% | |
| r | 2777 | 3.6% | |
| g | 2777 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 65930 | 84.7% | |
| Uppercase Letter | 11914 | 15.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 4764 | 40.0% | |
| M | 4373 | 36.7% | |
| L | 2777 | 23.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| i | 8746 | 13.3% | |
| a | 7541 | 11.4% | |
| e | 7150 | 10.8% | |
| o | 4764 | 7.2% | |
| m | 4764 | 7.2% | |
| p | 4764 | 7.2% | |
| c | 4764 | 7.2% | |
| t | 4764 | 7.2% | |
| d | 4373 | 6.6% | |
| s | 4373 | 6.6% | |
| z | 4373 | 6.6% | |
| r | 2777 | 4.2% | |
| g | 2777 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 77844 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| i | 8746 | 11.2% | |
| a | 7541 | 9.7% | |
| e | 7150 | 9.2% | |
| C | 4764 | 6.1% | |
| o | 4764 | 6.1% | |
| m | 4764 | 6.1% | |
| p | 4764 | 6.1% | |
| c | 4764 | 6.1% | |
| t | 4764 | 6.1% | |
| M | 4373 | 5.6% | |
| d | 4373 | 5.6% | |
| s | 4373 | 5.6% | |
| z | 4373 | 5.6% | |
| L | 2777 | 3.6% | |
| r | 2777 | 3.6% | |
| g | 2777 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 77844 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| i | 8746 | 11.2% | |
| a | 7541 | 9.7% | |
| e | 7150 | 9.2% | |
| C | 4764 | 6.1% | |
| o | 4764 | 6.1% | |
| m | 4764 | 6.1% | |
| p | 4764 | 6.1% | |
| c | 4764 | 6.1% | |
| t | 4764 | 6.1% | |
| M | 4373 | 5.6% | |
| d | 4373 | 5.6% | |
| s | 4373 | 5.6% | |
| z | 4373 | 5.6% | |
| L | 2777 | 3.6% | |
| r | 2777 | 3.6% | |
| g | 2777 | 3.6% |
Vehicle Style
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 93.2 KiB |
| Sedan | |
|---|---|
| 4dr SUV | |
| Coupe | |
| Convertible | |
| 4dr Hatchback | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| Sedan | 3048 | 25.6% | |
| 4dr SUV | 2488 | 20.9% | |
| Coupe | 1211 | 10.2% | |
| Convertible | 793 | 6.7% | |
| 4dr Hatchback | 702 | 5.9% | |
| Crew Cab Pickup | 681 | 5.7% | |
| Extended Cab Pickup | 623 | 5.2% | |
| Wagon | 592 | 5.0% | |
| 2dr Hatchback | 506 | 4.2% | |
| Passenger Minivan | 417 | 3.5% | |
| Regular Cab Pickup | 392 | 3.3% | |
| 2dr SUV | 138 | 1.2% | |
| Passenger Van | 128 | 1.1% | |
| Cargo Van | 95 | 0.8% | |
| Cargo Minivan | 71 | 0.6% | |
| Convertible SUV | 29 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 19 |
|---|---|
| Median length | 7 |
| Mean length | 8.992613732 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 9566 | 8.9% | |
| e | 9312 | 8.7% | |
| d | 8128 | 7.6% | |
| 7966 | 7.4% | ||
| n | 6829 | 6.4% | |
| r | 6440 | 6.0% | |
| S | 5703 | 5.3% | |
| C | 4576 | 4.3% | |
| c | 4112 | 3.8% | |
| b | 3726 | 3.5% | |
| i | 3494 | 3.3% | |
| u | 3299 | 3.1% | |
| 4 | 3190 | 3.0% | |
| p | 2907 | 2.7% | |
| k | 2904 | 2.7% | |
| V | 2878 | 2.7% | |
| o | 2791 | 2.6% | |
| U | 2655 | 2.5% | |
| t | 2653 | 2.5% | |
| P | 2241 | 2.1% | |
| g | 1695 | 1.6% | |
| v | 1310 | 1.2% | |
| l | 1214 | 1.1% | |
| H | 1208 | 1.1% | |
| h | 1208 | 1.1% | |
| Other values (8) | 5133 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 73982 | 69.1% | |
| Uppercase Letter | 21356 | 19.9% | |
| Space Separator | 7966 | 7.4% | |
| Decimal Number | 3834 | 3.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 5703 | 26.7% | |
| C | 4576 | 21.4% | |
| V | 2878 | 13.5% | |
| U | 2655 | 12.4% | |
| P | 2241 | 10.5% | |
| H | 1208 | 5.7% | |
| E | 623 | 2.9% | |
| W | 592 | 2.8% | |
| M | 488 | 2.3% | |
| R | 392 | 1.8% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 9566 | 12.9% | |
| e | 9312 | 12.6% | |
| d | 8128 | 11.0% | |
| n | 6829 | 9.2% | |
| r | 6440 | 8.7% | |
| c | 4112 | 5.6% | |
| b | 3726 | 5.0% | |
| i | 3494 | 4.7% | |
| u | 3299 | 4.5% | |
| p | 2907 | 3.9% | |
| k | 2904 | 3.9% | |
| o | 2791 | 3.8% | |
| t | 2653 | 3.6% | |
| g | 1695 | 2.3% | |
| v | 1310 | 1.8% | |
| l | 1214 | 1.6% | |
| h | 1208 | 1.6% | |
| s | 1090 | 1.5% | |
| w | 681 | 0.9% | |
| x | 623 | 0.8% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 3190 | 83.2% | |
| 2 | 644 | 16.8% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 7966 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 95338 | 89.0% | |
| Common | 11800 | 11.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 9566 | 10.0% | |
| e | 9312 | 9.8% | |
| d | 8128 | 8.5% | |
| n | 6829 | 7.2% | |
| r | 6440 | 6.8% | |
| S | 5703 | 6.0% | |
| C | 4576 | 4.8% | |
| c | 4112 | 4.3% | |
| b | 3726 | 3.9% | |
| i | 3494 | 3.7% | |
| u | 3299 | 3.5% | |
| p | 2907 | 3.0% | |
| k | 2904 | 3.0% | |
| V | 2878 | 3.0% | |
| o | 2791 | 2.9% | |
| U | 2655 | 2.8% | |
| t | 2653 | 2.8% | |
| P | 2241 | 2.4% | |
| g | 1695 | 1.8% | |
| v | 1310 | 1.4% | |
| l | 1214 | 1.3% | |
| H | 1208 | 1.3% | |
| h | 1208 | 1.3% | |
| s | 1090 | 1.1% | |
| w | 681 | 0.7% | |
| Other values (5) | 2718 | 2.9% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 7966 | 67.5% | ||
| 4 | 3190 | 27.0% | |
| 2 | 644 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 107138 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 9566 | 8.9% | |
| e | 9312 | 8.7% | |
| d | 8128 | 7.6% | |
| 7966 | 7.4% | ||
| n | 6829 | 6.4% | |
| r | 6440 | 6.0% | |
| S | 5703 | 5.3% | |
| C | 4576 | 4.3% | |
| c | 4112 | 3.8% | |
| b | 3726 | 3.5% | |
| i | 3494 | 3.3% | |
| u | 3299 | 3.1% | |
| 4 | 3190 | 3.0% | |
| p | 2907 | 2.7% | |
| k | 2904 | 2.7% | |
| V | 2878 | 2.7% | |
| o | 2791 | 2.6% | |
| U | 2655 | 2.5% | |
| t | 2653 | 2.5% | |
| P | 2241 | 2.1% | |
| g | 1695 | 1.6% | |
| v | 1310 | 1.2% | |
| l | 1214 | 1.1% | |
| H | 1208 | 1.1% | |
| h | 1208 | 1.1% | |
| Other values (8) | 5133 | 4.8% |
highway MPG
Real number (ℝ≥0)
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.63748531 |
|---|---|
| Minimum | 12 |
| Maximum | 354 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 93.2 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 22 |
| median | 26 |
| Q3 | 30 |
| 95-th percentile | 38 |
| Maximum | 354 |
| Range | 342 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 8.863000767 |
|---|---|
| Coefficient of variation (CV) | 0.3327266318 |
| Kurtosis | 181.6273643 |
| Mean | 26.63748531 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 7.573931189 |
| Sum | 317359 |
| Variance | 78.5527826 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 24 | 876 | 7.4% | |
| 23 | 801 | 6.7% | |
| 26 | 778 | 6.5% | |
| 22 | 753 | 6.3% | |
| 25 | 731 | 6.1% | |
| 28 | 682 | 5.7% | |
| 27 | 585 | 4.9% | |
| 31 | 568 | 4.8% | |
| 30 | 547 | 4.6% | |
| 20 | 515 | 4.3% | |
| 21 | 514 | 4.3% | |
| 19 | 508 | 4.3% | |
| 29 | 493 | 4.1% | |
| 17 | 413 | 3.5% | |
| 33 | 401 | 3.4% | |
| 18 | 390 | 3.3% | |
| 32 | 340 | 2.9% | |
| 34 | 287 | 2.4% | |
| 35 | 222 | 1.9% | |
| 36 | 222 | 1.9% | |
| 16 | 220 | 1.8% | |
| 37 | 184 | 1.5% | |
| 38 | 154 | 1.3% | |
| 15 | 129 | 1.1% | |
| 39 | 110 | 0.9% | |
| Other values (34) | 491 | 4.1% |
| Value | Count | Frequency (%) | |
| 12 | 7 | 0.1% | |
| 13 | 25 | 0.2% | |
| 14 | 42 | 0.4% | |
| 15 | 129 | 1.1% | |
| 16 | 220 | 1.8% | |
| 17 | 413 | 3.5% | |
| 18 | 390 | 3.3% | |
| 19 | 508 | 4.3% | |
| 20 | 515 | 4.3% | |
| 21 | 514 | 4.3% |
| Value | Count | Frequency (%) | |
| 354 | 1 | < 0.1% | |
| 111 | 3 | < 0.1% | |
| 110 | 2 | < 0.1% | |
| 109 | 6 | 0.1% | |
| 108 | 1 | < 0.1% | |
| 107 | 2 | < 0.1% | |
| 106 | 2 | < 0.1% | |
| 105 | 8 | 0.1% | |
| 103 | 2 | < 0.1% | |
| 102 | 3 | < 0.1% |
city mpg
Real number (ℝ≥0)
| Distinct | 69 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.73325499 |
|---|---|
| Minimum | 7 |
| Maximum | 137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 93.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 16 |
| median | 18 |
| Q3 | 22 |
| 95-th percentile | 29 |
| Maximum | 137 |
| Range | 130 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 8.98779816 |
|---|---|
| Coefficient of variation (CV) | 0.4554645528 |
| Kurtosis | 74.6234866 |
| Mean | 19.73325499 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 7.106680706 |
| Sum | 235102 |
| Variance | 80.78051577 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 17 | 1230 | 10.3% | |
| 16 | 1106 | 9.3% | |
| 15 | 1038 | 8.7% | |
| 18 | 997 | 8.4% | |
| 19 | 841 | 7.1% | |
| 20 | 795 | 6.7% | |
| 21 | 638 | 5.4% | |
| 14 | 634 | 5.3% | |
| 22 | 634 | 5.3% | |
| 13 | 617 | 5.2% | |
| 23 | 500 | 4.2% | |
| 24 | 466 | 3.9% | |
| 25 | 444 | 3.7% | |
| 12 | 302 | 2.5% | |
| 27 | 260 | 2.2% | |
| 11 | 225 | 1.9% | |
| 26 | 216 | 1.8% | |
| 28 | 176 | 1.5% | |
| 30 | 130 | 1.1% | |
| 31 | 122 | 1.0% | |
| 29 | 101 | 0.8% | |
| 10 | 83 | 0.7% | |
| 9 | 33 | 0.3% | |
| 41 | 29 | 0.2% | |
| 32 | 22 | 0.2% | |
| Other values (44) | 275 | 2.3% |
| Value | Count | Frequency (%) | |
| 7 | 1 | < 0.1% | |
| 8 | 9 | 0.1% | |
| 9 | 33 | 0.3% | |
| 10 | 83 | 0.7% | |
| 11 | 225 | 1.9% | |
| 12 | 302 | 2.5% | |
| 13 | 617 | 5.2% | |
| 14 | 634 | 5.3% | |
| 15 | 1038 | 8.7% | |
| 16 | 1106 | 9.3% |
| Value | Count | Frequency (%) | |
| 137 | 3 | < 0.1% | |
| 132 | 2 | < 0.1% | |
| 129 | 1 | < 0.1% | |
| 128 | 8 | 0.1% | |
| 126 | 14 | 0.1% | |
| 124 | 2 | < 0.1% | |
| 122 | 1 | < 0.1% | |
| 121 | 3 | < 0.1% | |
| 120 | 5 | < 0.1% | |
| 110 | 3 | < 0.1% |
Popularity
Real number (ℝ≥0)
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1554.911197 |
|---|---|
| Minimum | 2 |
| Maximum | 5657 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 93.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 155 |
| Q1 | 549 |
| median | 1385 |
| Q3 | 2009 |
| 95-th percentile | 5657 |
| Maximum | 5657 |
| Range | 5655 |
| Interquartile range (IQR) | 1460 |
Descriptive statistics
| Standard deviation | 1441.855347 |
|---|---|
| Coefficient of variation (CV) | 0.9272911209 |
| Kurtosis | 2.277089663 |
| Mean | 1554.911197 |
| Median Absolute Deviation (MAD) | 768 |
| Skewness | 1.653442529 |
| Sum | 18525212 |
| Variance | 2078946.841 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) | |
| 1385 | 1123 | 9.4% | |
| 5657 | 881 | 7.4% | |
| 873 | 809 | 6.8% | |
| 2031 | 746 | 6.3% | |
| 1851 | 626 | 5.3% | |
| 2009 | 558 | 4.7% | |
| 549 | 515 | 4.3% | |
| 2202 | 449 | 3.8% | |
| 586 | 423 | 3.6% | |
| 1624 | 397 | 3.3% | |
| 617 | 353 | 3.0% | |
| 481 | 351 | 2.9% | |
| 3916 | 334 | 2.8% | |
| 190 | 330 | 2.8% | |
| 3105 | 328 | 2.8% | |
| 1439 | 303 | 2.5% | |
| 870 | 281 | 2.4% | |
| 640 | 256 | 2.1% | |
| 204 | 252 | 2.1% | |
| 1720 | 231 | 1.9% | |
| 436 | 213 | 1.8% | |
| 454 | 202 | 1.7% | |
| 155 | 196 | 1.6% | |
| 1013 | 187 | 1.6% | |
| 210 | 186 | 1.6% | |
| Other values (23) | 1384 | 11.6% |
| Value | Count | Frequency (%) | |
| 2 | 3 | < 0.1% | |
| 21 | 3 | < 0.1% | |
| 26 | 150 | 1.3% | |
| 61 | 164 | 1.4% | |
| 67 | 16 | 0.1% | |
| 86 | 31 | 0.3% | |
| 105 | 60 | 0.5% | |
| 113 | 5 | < 0.1% | |
| 130 | 17 | 0.1% | |
| 155 | 196 | 1.6% |
| Value | Count | Frequency (%) | |
| 5657 | 881 | 7.4% | |
| 3916 | 334 | 2.8% | |
| 3105 | 328 | 2.8% | |
| 2774 | 69 | 0.6% | |
| 2202 | 449 | 3.8% | |
| 2031 | 746 | 6.3% | |
| 2009 | 558 | 4.7% | |
| 1851 | 626 | 5.3% | |
| 1720 | 231 | 1.9% | |
| 1715 | 136 | 1.1% |
MSRP
Real number (ℝ≥0)
| Distinct | 6049 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40594.73703 |
|---|---|
| Minimum | 2000 |
| Maximum | 2065902 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 93.2 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 21000 |
| median | 29995 |
| Q3 | 42231.25 |
| 95-th percentile | 107530.25 |
| Maximum | 2065902 |
| Range | 2063902 |
| Interquartile range (IQR) | 21231.25 |
Descriptive statistics
| Standard deviation | 60109.1036 |
|---|---|
| Coefficient of variation (CV) | 1.480711737 |
| Kurtosis | 268.9262765 |
| Mean | 40594.73703 |
| Median Absolute Deviation (MAD) | 10295 |
| Skewness | 11.77198713 |
| Sum | 483645697 |
| Variance | 3613104336 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2000 | 1036 | 8.7% | |
| 25995 | 19 | 0.2% | |
| 29995 | 19 | 0.2% | |
| 20995 | 16 | 0.1% | |
| 27995 | 16 | 0.1% | |
| 23995 | 15 | 0.1% | |
| 30995 | 15 | 0.1% | |
| 24995 | 14 | 0.1% | |
| 21995 | 14 | 0.1% | |
| 26195 | 13 | 0.1% | |
| 22995 | 12 | 0.1% | |
| 27295 | 12 | 0.1% | |
| 39995 | 11 | 0.1% | |
| 49800 | 11 | 0.1% | |
| 29395 | 10 | 0.1% | |
| 40950 | 10 | 0.1% | |
| 25095 | 10 | 0.1% | |
| 22300 | 10 | 0.1% | |
| 43950 | 10 | 0.1% | |
| 32395 | 10 | 0.1% | |
| 24895 | 10 | 0.1% | |
| 31790 | 10 | 0.1% | |
| 31995 | 9 | 0.1% | |
| 48300 | 9 | 0.1% | |
| 15995 | 9 | 0.1% | |
| Other values (6024) | 10584 | 88.8% |
| Value | Count | Frequency (%) | |
| 2000 | 1036 | 8.7% | |
| 2002 | 1 | < 0.1% | |
| 2003 | 1 | < 0.1% | |
| 2008 | 2 | < 0.1% | |
| 2012 | 1 | < 0.1% | |
| 2013 | 1 | < 0.1% | |
| 2019 | 1 | < 0.1% | |
| 2027 | 1 | < 0.1% | |
| 2028 | 1 | < 0.1% | |
| 2032 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2065902 | 1 | < 0.1% | |
| 1705769 | 1 | < 0.1% | |
| 1500000 | 2 | < 0.1% | |
| 1382750 | 1 | < 0.1% | |
| 1380000 | 1 | < 0.1% | |
| 643330 | 1 | < 0.1% | |
| 548800 | 2 | < 0.1% | |
| 535500 | 1 | < 0.1% | |
| 506500 | 1 | < 0.1% | |
| 497650 | 2 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Make | Model | Year | Engine Fuel Type | Engine HP | Engine Cylinders | Transmission Type | Driven_Wheels | Number of Doors | Market Category | Vehicle Size | Vehicle Style | highway MPG | city mpg | Popularity | MSRP | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | BMW | 1 Series M | 2011 | premium unleaded (required) | 335.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Factory Tuner,Luxury,High-Performance | Compact | Coupe | 26 | 19 | 3916 | 46135 |
| 1 | BMW | 1 Series | 2011 | premium unleaded (required) | 300.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury,Performance | Compact | Convertible | 28 | 19 | 3916 | 40650 |
| 2 | BMW | 1 Series | 2011 | premium unleaded (required) | 300.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury,High-Performance | Compact | Coupe | 28 | 20 | 3916 | 36350 |
| 3 | BMW | 1 Series | 2011 | premium unleaded (required) | 230.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury,Performance | Compact | Coupe | 28 | 18 | 3916 | 29450 |
| 4 | BMW | 1 Series | 2011 | premium unleaded (required) | 230.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury | Compact | Convertible | 28 | 18 | 3916 | 34500 |
| 5 | BMW | 1 Series | 2012 | premium unleaded (required) | 230.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury,Performance | Compact | Coupe | 28 | 18 | 3916 | 31200 |
| 6 | BMW | 1 Series | 2012 | premium unleaded (required) | 300.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury,Performance | Compact | Convertible | 26 | 17 | 3916 | 44100 |
| 7 | BMW | 1 Series | 2012 | premium unleaded (required) | 300.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury,High-Performance | Compact | Coupe | 28 | 20 | 3916 | 39300 |
| 8 | BMW | 1 Series | 2012 | premium unleaded (required) | 230.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury | Compact | Convertible | 28 | 18 | 3916 | 36900 |
| 9 | BMW | 1 Series | 2013 | premium unleaded (required) | 230.0 | 6.0 | MANUAL | rear wheel drive | 2.0 | Luxury | Compact | Convertible | 27 | 18 | 3916 | 37200 |
Last rows
| Make | Model | Year | Engine Fuel Type | Engine HP | Engine Cylinders | Transmission Type | Driven_Wheels | Number of Doors | Market Category | Vehicle Size | Vehicle Style | highway MPG | city mpg | Popularity | MSRP | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11904 | BMW | Z8 | 2002 | premium unleaded (required) | 394.0 | 8.0 | MANUAL | rear wheel drive | 2.0 | Exotic,Luxury,High-Performance | Compact | Convertible | 19 | 12 | 3916 | 130000 |
| 11905 | BMW | Z8 | 2003 | premium unleaded (required) | 394.0 | 8.0 | MANUAL | rear wheel drive | 2.0 | Exotic,Luxury,High-Performance | Compact | Convertible | 19 | 12 | 3916 | 131500 |
| 11906 | Acura | ZDX | 2011 | premium unleaded (required) | 300.0 | 6.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Hatchback,Luxury | Midsize | 4dr Hatchback | 23 | 16 | 204 | 46020 |
| 11907 | Acura | ZDX | 2011 | premium unleaded (required) | 300.0 | 6.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Hatchback,Luxury | Midsize | 4dr Hatchback | 23 | 16 | 204 | 56570 |
| 11908 | Acura | ZDX | 2011 | premium unleaded (required) | 300.0 | 6.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Hatchback,Luxury | Midsize | 4dr Hatchback | 23 | 16 | 204 | 50520 |
| 11909 | Acura | ZDX | 2012 | premium unleaded (required) | 300.0 | 6.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Hatchback,Luxury | Midsize | 4dr Hatchback | 23 | 16 | 204 | 46120 |
| 11910 | Acura | ZDX | 2012 | premium unleaded (required) | 300.0 | 6.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Hatchback,Luxury | Midsize | 4dr Hatchback | 23 | 16 | 204 | 56670 |
| 11911 | Acura | ZDX | 2012 | premium unleaded (required) | 300.0 | 6.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Hatchback,Luxury | Midsize | 4dr Hatchback | 23 | 16 | 204 | 50620 |
| 11912 | Acura | ZDX | 2013 | premium unleaded (recommended) | 300.0 | 6.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Hatchback,Luxury | Midsize | 4dr Hatchback | 23 | 16 | 204 | 50920 |
| 11913 | Lincoln | Zephyr | 2006 | regular unleaded | 221.0 | 6.0 | AUTOMATIC | front wheel drive | 4.0 | Luxury | Midsize | Sedan | 26 | 17 | 61 | 28995 |
Most frequent
| Make | Model | Year | Engine Fuel Type | Engine HP | Engine Cylinders | Transmission Type | Driven_Wheels | Number of Doors | Market Category | Vehicle Size | Vehicle Style | highway MPG | city mpg | Popularity | MSRP | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 96 | Land Rover | Range Rover Evoque | 2015 | premium unleaded (recommended) | 240.0 | 4.0 | AUTOMATIC | all wheel drive | 4.0 | Crossover,Luxury | Compact | 4dr SUV | 30 | 21 | 258 | 48300 | 4 |
| 217 | Volkswagen | CC | 2016 | premium unleaded (recommended) | 200.0 | 4.0 | AUTOMATED_MANUAL | front wheel drive | 4.0 | Performance | Midsize | Sedan | 31 | 22 | 873 | 37820 | 4 |
| 221 | Volkswagen | CC | 2017 | premium unleaded (recommended) | 200.0 | 4.0 | AUTOMATED_MANUAL | front wheel drive | 4.0 | Performance | Midsize | Sedan | 31 | 22 | 873 | 37820 | 4 |
| 300 | Volkswagen | New Beetle | 2008 | regular unleaded | 150.0 | 5.0 | AUTOMATIC | front wheel drive | 2.0 | Hatchback | Compact | 2dr Hatchback | 29 | 20 | 873 | 20990 | 4 |
| 305 | Volkswagen | New Beetle | 2010 | regular unleaded | 150.0 | 5.0 | AUTOMATIC | front wheel drive | 2.0 | Hatchback | Compact | 2dr Hatchback | 29 | 20 | 873 | 20390 | 4 |
| 8 | Audi | 100 | 1992 | regular unleaded | 172.0 | 6.0 | MANUAL | front wheel drive | 4.0 | Luxury | Midsize | Sedan | 24 | 17 | 3105 | 2000 | 3 |
| 9 | Audi | 100 | 1993 | regular unleaded | 172.0 | 6.0 | MANUAL | front wheel drive | 4.0 | Luxury | Midsize | Sedan | 24 | 17 | 3105 | 2000 | 3 |
| 84 | Hyundai | Veloster | 2014 | regular unleaded | 132.0 | 4.0 | AUTOMATED_MANUAL | front wheel drive | 3.0 | Hatchback | Compact | 2dr Hatchback | 36 | 28 | 1439 | 19050 | 3 |
| 86 | Hyundai | Veloster | 2014 | regular unleaded | 138.0 | 4.0 | MANUAL | front wheel drive | 3.0 | Hatchback | Compact | 2dr Hatchback | 35 | 26 | 1439 | 17800 | 3 |
| 222 | Volkswagen | GLI | 2008 | premium unleaded (required) | 200.0 | 4.0 | AUTOMATED_MANUAL | front wheel drive | 4.0 | Performance | Compact | Sedan | 29 | 22 | 873 | 25375 | 3 |